robcaulk
|
5b5bb8aab5
|
catboost tensorboard bugfix
|
2022-10-11 19:05:46 +02:00 |
|
Robert Caulk
|
2e34aa9f04
|
Merge pull request #7544 from th0rntwig/prediction-shape
Remove constant labels from prediction
|
2022-10-10 21:24:25 +02:00 |
|
Robert Caulk
|
7bcb7d9a1a
|
Merge pull request #7554 from initrv/add-catboost-tensorboard
Add tensorboard for catboost
|
2022-10-10 21:03:45 +02:00 |
|
Wagner Costa Santos
|
3081e73f8a
|
Merge branch 'develop' into backtest_live_models
|
2022-10-10 14:53:45 -03:00 |
|
Matthias
|
eaae9c9e03
|
Update docstring format
|
2022-10-10 12:19:29 +00:00 |
|
robcaulk
|
a4aa1b972c
|
isolate and standardize location of tensorboard files, add doc, ensure backtesting functionality
|
2022-10-09 21:11:37 +02:00 |
|
th0rntwig
|
4daf0000c7
|
Move check and add log warning
|
2022-10-08 16:15:48 +02:00 |
|
th0rntwig
|
a9d5e04a43
|
Remove constant labels from prediction
|
2022-10-06 19:26:33 +02:00 |
|
robcaulk
|
048cb95bd6
|
Merge remote-tracking branch 'origin/develop' into dev-merge-rl
|
2022-10-01 17:48:47 +02:00 |
|
Robert Caulk
|
3e34f10e3d
|
Merge pull request #7508 from aemr3/fix-pca-errors
Fix feature list match for PCA
|
2022-10-01 16:50:29 +02:00 |
|
robcaulk
|
f4c6b99d63
|
remove commented lines
|
2022-10-01 14:23:15 +02:00 |
|
robcaulk
|
cd514cf15d
|
fix inlier metric in backtesting
|
2022-10-01 14:18:46 +02:00 |
|
robcaulk
|
f2b875483f
|
ensure raw features match when PCA is employed
|
2022-10-01 13:14:59 +02:00 |
|
robcaulk
|
51556e08c3
|
Merge branch 'develop' into pr/th0rntwig/7495
|
2022-10-01 12:45:08 +02:00 |
|
Emre
|
cdc01a0781
|
Fix feature list match for pca
|
2022-09-30 15:22:05 -07:00 |
|
Matthias
|
cc06c60fd8
|
Fix pandas deprecation warnings from freqAI
|
2022-09-30 15:43:23 +02:00 |
|
robcaulk
|
be48131185
|
make shuffle false in constants
|
2022-09-30 00:33:08 +02:00 |
|
Robert Caulk
|
6e74d46660
|
Ensure 1 thread available
|
2022-09-29 14:02:00 +02:00 |
|
Wagner Costa Santos
|
6845a5c6ea
|
backtest_live_models - refactoring after PR review
|
2022-09-29 01:48:38 -03:00 |
|
robcaulk
|
83343dc2f1
|
control number of threads, update doc
|
2022-09-29 00:10:18 +02:00 |
|
th0rntwig
|
683b084323
|
Set train-test-split shuffle=False as default and remove stratification
|
2022-09-28 18:23:56 +02:00 |
|
Wagner Costa Santos
|
55ebbeec18
|
backtest_live models tests refactoring
|
2022-09-28 08:48:32 -03:00 |
|
Wagner Costa Santos
|
0be115de9c
|
backtest_live_models - added new tests and refactoring
|
2022-09-27 10:26:57 -03:00 |
|
Wagner Costa Santos
|
72aa47fc51
|
backtest_live_models - fix issue with timerange BT and 2 trainings within same candle (no data)
|
2022-09-27 00:14:12 -03:00 |
|
Wagner Costa Santos
|
ec947ad65c
|
remove commented code - backtest_live_models
|
2022-09-25 23:47:27 -03:00 |
|
Wagner Costa Santos
|
5880f7a638
|
backtest_live_models - params validation and get timerange from live models in BT
|
2022-09-25 23:14:00 -03:00 |
|
Wagner Costa Santos
|
f3f3917da3
|
Merge branch 'develop' into backtest_live_models
|
2022-09-25 20:05:26 -03:00 |
|
Wagner Costa Santos
|
0ed7b2bfc3
|
change start_backtesting to handle backtest_live_models
|
2022-09-25 10:35:55 -03:00 |
|
robcaulk
|
873d2a5069
|
no model save backtest, plot features backtest, ensure inlier plays nice, doc
|
2022-09-25 11:18:10 +02:00 |
|
Wagner Costa Santos
|
7f116db95e
|
added generic function to get timerange from existent models
|
2022-09-24 13:01:53 -03:00 |
|
Wagner Costa Santos
|
d9c16d4888
|
Merge branch 'develop' into backtest_live_models
|
2022-09-24 12:30:55 -03:00 |
|
Wagner Costa Santos
|
3ee7eb63f7
|
starting backtest live models
|
2022-09-24 12:28:52 -03:00 |
|
Matthias
|
585342f193
|
Merge pull request #7454 from freqtrade/fix_backtesting_dfsize_freqai
Ensure the DF has the same size in backtesting FreqAI
|
2022-09-24 16:17:39 +02:00 |
|
th0rntwig
|
71e6c54ea4
|
Normalise distances before Weibull fit (#7432)
* Normalise distances before Weibull
* Track inlier-metric params
|
2022-09-22 18:11:50 +02:00 |
|
Wagner Costa Santos
|
b1dbc3a65f
|
remove function remove_training_from_backtesting and ensure BT period is correct with startup_candle_count
|
2022-09-22 12:13:51 -03:00 |
|
Matthias
|
667853c504
|
Use Alias to type config objects
|
2022-09-18 13:20:55 +02:00 |
|
Robert Caulk
|
73e122ad10
|
Merge pull request #7391 from wagnercosta/fixBTfreqaiV2
Fix FreaqAI backtesting - startup_candle_count bug
|
2022-09-10 21:53:00 +02:00 |
|
Wagner Costa Santos
|
311ae8bf1f
|
freqai backtesting - add startup_candle_count at function description
|
2022-09-10 14:45:42 -03:00 |
|
Robert Caulk
|
4a47c63f71
|
Merge pull request #7374 from th0rntwig/filter-constant-features
|
2022-09-10 16:58:58 +02:00 |
|
Wagner Costa Santos
|
79985fda01
|
fix backtesting freqai startup candles bug
|
2022-09-10 10:27:17 -03:00 |
|
robcaulk
|
05581db4e3
|
ensure columns are only dropped in training
|
2022-09-09 20:37:21 +02:00 |
|
Wagner Costa Santos
|
d38cc06139
|
Fix freqai backtesting time range issue
|
2022-09-09 19:27:05 +02:00 |
|
Wagner Costa Santos
|
f4f2884a66
|
Fix freqai backtesting time range issue
|
2022-09-07 18:52:58 -03:00 |
|
th0rntwig
|
cdc72bf8ca
|
Correct indexing
|
2022-09-07 18:14:13 +02:00 |
|
th0rntwig
|
047ded1baa
|
Check for constant columns
|
2022-09-07 17:47:27 +02:00 |
|
Robert Caulk
|
d7585161b2
|
Merge branch 'develop' into add-inlier-metric
|
2022-09-06 20:40:21 +02:00 |
|
robcaulk
|
d44296783e
|
isort datakitchen
|
2022-09-06 20:10:12 +02:00 |
|
robcaulk
|
e83c9b276d
|
fix whitespace
|
2022-09-06 19:56:52 +02:00 |
|
robcaulk
|
4b28d0495f
|
fix timestamping, move imports, add words to doc
|
2022-09-06 19:46:58 +02:00 |
|
robcaulk
|
78d01810ed
|
reduce code redundancy, ensure live always gets the latest data
|
2022-09-05 00:12:00 +02:00 |
|
Wagner Costa Santos
|
d43ed186fc
|
fix issue with freqai backtesting at slice dataframe
|
2022-09-05 00:12:00 +02:00 |
|
Robert Caulk
|
8545d74378
|
Merge pull request #7331 from th0rntwig/pca
Normalise PCA space
|
2022-09-03 21:49:54 +02:00 |
|
robcaulk
|
5cfb4154eb
|
revert all changes in normalize_data()
|
2022-09-03 19:48:30 +02:00 |
|
robcaulk
|
c21808ff98
|
remove metadata redundancy, fix pca bug
|
2022-09-03 16:54:30 +02:00 |
|
robcaulk
|
c9be66b5b6
|
increase test coverage for dk, improve function naming, extra cleaning
|
2022-09-03 15:52:29 +02:00 |
|
robcaulk
|
599c1c79fb
|
reorganized backtest utilities, test new functionality, improve/update doc
|
2022-09-03 14:00:01 +02:00 |
|
th0rntwig
|
11b2bc269e
|
Added missing s
|
2022-09-01 22:37:32 +02:00 |
|
th0rntwig
|
3f8400df10
|
Normalise PCA space
|
2022-09-01 21:51:33 +02:00 |
|
Wagner Costa Santos
|
d6e115178a
|
refactoring freqai backtesting - remove duplicate code
|
2022-09-01 07:09:23 -03:00 |
|
Wagner Costa Santos
|
44d3a9140d
|
Merge branch 'develop' of https://github.com/wagnercosta/freqtrade into develop
|
2022-08-31 15:37:06 -03:00 |
|
Wagner Costa Santos
|
7bed0450d2
|
pr review - refactoring backtesting freqai
|
2022-08-31 15:36:29 -03:00 |
|
wagnercosta
|
3d4497467c
|
Merge branch 'freqtrade:develop' into develop
|
2022-08-31 14:47:06 -03:00 |
|
Wagner Costa Santos
|
df51da22ee
|
refactoring freqai backtesting
|
2022-08-31 11:23:48 -03:00 |
|
Matthias
|
a88ffd2c9d
|
Merge branch 'develop' into move_datadownload
|
2022-08-31 10:23:45 +00:00 |
|
robcaulk
|
7e8e29e42d
|
use continuous value for inlier_metric
|
2022-08-30 20:41:37 +02:00 |
|
robcaulk
|
a58dd0bbf9
|
add noise feature, improve docstrings
|
2022-08-30 18:26:24 +02:00 |
|
robcaulk
|
b11742a4c5
|
integrate inlier metric function
|
2022-08-30 18:26:24 +02:00 |
|
th0rntwig
|
d3cb211283
|
Add inlier metric computation
|
2022-08-30 18:26:24 +02:00 |
|
th0rntwig
|
50e2808667
|
Fix bug in DI (#7321)
|
2022-08-30 12:54:39 +02:00 |
|
robcaulk
|
62c0a174c8
|
allow users to properly reverse train-test data ordering
|
2022-08-29 11:04:58 +02:00 |
|
robcaulk
|
dd628eb525
|
add tests for outlier detection and removal functions
|
2022-08-28 12:56:39 +02:00 |
|
robcaulk
|
1e41c773a0
|
fix outlier protection
|
2022-08-28 12:11:29 +02:00 |
|
th0rntwig
|
71f7d68783
|
Fixed mypy error
|
2022-08-27 12:44:55 +02:00 |
|
elintornquist
|
86c5ac44e4
|
Add outlier percentage check
|
2022-08-26 23:05:07 +02:00 |
|
elintornquist
|
b2d664c63c
|
Change MinPts calculation
|
2022-08-26 18:57:27 +02:00 |
|
robcaulk
|
65b552e310
|
make docs reflect reality, move download_all_data to new utils.py file, automatic startup_candle detection
|
2022-08-26 15:30:01 +02:00 |
|
robcaulk
|
4b7e640f31
|
reduce code duplication, optimize auto data download per tf
|
2022-08-26 13:56:44 +02:00 |
|
th0rntwig
|
5ce1c69803
|
Improve DBSCAN epsilon identification (#7269)
* Improve DBSCAN epsilon identification
|
2022-08-22 19:57:20 +02:00 |
|
robcaulk
|
ac42c0153d
|
deprecate indicator_max_period_candles, automatically compute startup candles for FreqAI backtesting.
|
2022-08-22 18:19:07 +02:00 |
|
robcaulk
|
96d8882f1e
|
Plug mem leak, add training timer
|
2022-08-22 13:30:30 +02:00 |
|
longyu
|
cfa5b3f12c
|
add new line
|
2022-08-19 12:39:08 +02:00 |
|
longyu
|
277245c69d
|
remove line
|
2022-08-19 12:39:00 +02:00 |
|
longyu
|
f70b0bab80
|
remove line
|
2022-08-17 23:49:20 +02:00 |
|
robcaulk
|
5155afb4e7
|
clean up code remnants
|
2022-08-17 15:22:48 +02:00 |
|
robcaulk
|
0c34104e45
|
extract download-data from freqai to prepare for future async changes
|
2022-08-17 15:18:44 +02:00 |
|
longyu
|
9c38c27eed
|
ignore sample itself distance for avg_mean_dist computation
|
2022-08-17 15:09:57 +02:00 |
|
longyu
|
72c34291e3
|
newline
|
2022-08-17 15:09:10 +02:00 |
|
robcaulk
|
006b11e5d5
|
fix leftover bug in indicator population
|
2022-08-14 21:42:55 +02:00 |
|
robcaulk
|
ad846cdb76
|
fix lock bug, update docstring
|
2022-08-14 20:24:29 +02:00 |
|
Matthias
|
a29402ddde
|
Rename and move analysis_lock to data_kitchen
|
2022-08-14 17:23:14 +02:00 |
|
Matthias
|
3a9ec76c91
|
Move "freqai.lock" to backend to simplify user interface
|
2022-08-14 17:19:50 +02:00 |
|
robcaulk
|
b1b76a2dbe
|
debug classifier with predict proba
|
2022-08-13 19:40:24 +02:00 |
|
robcaulk
|
23cc21ce59
|
add predict_proba to base classifier, improve historic predictions handling
|
2022-08-13 19:40:24 +02:00 |
|
robcaulk
|
fb4b73ce89
|
ensure dates are saved
|
2022-08-12 12:03:44 +02:00 |
|
robcaulk
|
2cae3c42e6
|
remove trade database analyzer, clean up a bit
|
2022-08-10 17:43:06 +02:00 |
|
robcaulk
|
5a16d5a512
|
Deactivate database analyzer if user does not use sqlite
|
2022-08-09 16:36:22 +02:00 |
|
robcaulk
|
aef086b02e
|
Improved dict typing, timeframe parser, collect dates associated with training data points
|
2022-08-09 15:30:25 +02:00 |
|
Matthias
|
77b3b8a134
|
Use main exchange instead of creating a separate instance.
|
2022-08-08 18:34:11 +00:00 |
|
Matthias
|
b16f57cb0d
|
Minor stylistic fixes
|
2022-08-06 14:55:46 +02:00 |
|
Robert Caulk
|
c172ce1011
|
improve flexibility of user defined prediction dataframe
|
2022-08-06 13:51:19 +02:00 |
|
Robert Caulk
|
07763d0d4f
|
add classifier, improve model naming scheme
|
2022-08-06 08:33:55 +02:00 |
|
Robert Caulk
|
ce8fbbf743
|
ensure loading historical df matches frequi indices
|
2022-08-06 07:25:59 +02:00 |
|
robcaulk
|
60d782e5c5
|
remove unnecessary function
|
2022-08-05 21:31:32 +02:00 |
|
robcaulk
|
a42a060ab5
|
fix DB once and for all. Make DBSCAN more efficient and robust.
|
2022-08-05 21:29:03 +02:00 |
|
robcaulk
|
29b7b014e5
|
fix bug in DB path initialization
|
2022-08-05 18:19:26 +02:00 |
|
robcaulk
|
05ec5c5e54
|
generalize database url path for any db type
|
2022-08-05 12:19:29 +02:00 |
|
Robert Caulk
|
51a6b4289f
|
improve DBSCAN performance for subsequent trainings
|
2022-08-04 17:41:58 +02:00 |
|
Robert Caulk
|
fe1b8515a8
|
fix bug in DBSCAN, update doc
|
2022-08-04 17:00:59 +02:00 |
|
robcaulk
|
29225e4baf
|
add DBSCAN outlier detection feature, add supporting documentation
|
2022-08-04 12:15:16 +02:00 |
|
robcaulk
|
eae82d0222
|
fix bug with database url during backtesting. comment out example trade db analysis.
|
2022-08-03 16:17:57 +02:00 |
|
robcaulk
|
95d3009a95
|
give user ability to analyze live trade dataframe inside custom prediction model. Add documentation to explain new functionality
|
2022-08-02 20:14:02 +02:00 |
|
robcaulk
|
d830105605
|
*BREAKING CHANGE* remove unnecessary arguments from populate_any_indicators(), accommodate tests
|
2022-07-31 17:05:29 +02:00 |
|
robcaulk
|
dd8288c090
|
expose full parameter set for SVM outlier detection. Set default shuffle to false to improve reproducibility
|
2022-07-30 13:40:05 +02:00 |
|
robcaulk
|
f22b140782
|
fix backtesting bug, undo move of label stat calc, fix example strat exit logic
|
2022-07-29 17:27:35 +02:00 |
|
robcaulk
|
c84d54b35e
|
Fix typing issue, avoid using .get() when unnecessary, convert to fstrings
|
2022-07-29 08:12:50 +02:00 |
|
robcaulk
|
e213d0ad55
|
isolate data_drawer functions from data_kitchen, accommodate tests, add new test
|
2022-07-26 10:24:14 +02:00 |
|
robcaulk
|
56b17e6f3c
|
allow user to pass test_size = 0 and avoid using eval sets in prediction models
|
2022-07-25 19:40:13 +02:00 |
|
Robert Caulk
|
897f18a8c8
|
ensure proper integer type casting for timestamps. Add check test for backtesting subdaily time periods
|
2022-07-25 15:07:09 +02:00 |
|
Matthias
|
61c41fd919
|
Merge branch 'develop' into feat/freqai
|
2022-07-24 16:18:58 +02:00 |
|
Robert Caulk
|
88e10f7306
|
add exception for not passing timerange. Remove hard coded arguments for CatboostPredictionModels. Update docs
|
2022-07-24 09:01:23 +02:00 |
|
Robert Caulk
|
fff39eff9e
|
fix multitarget bug
|
2022-07-24 08:42:50 +02:00 |
|
robcaulk
|
f3d46613ee
|
move prediction denormalization into datakitchen. remove duplicate associated code. avoid normalization/denormalization for string dtypes.
|
2022-07-23 17:14:33 +02:00 |
|
robcaulk
|
c91e23dc50
|
let user avoid normalizing labels
|
2022-07-23 16:14:13 +02:00 |
|
robcaulk
|
a1cff377ec
|
add record of contribution to data_kitchen.py
|
2022-07-23 13:32:04 +02:00 |
|
robcaulk
|
40f00196eb
|
use cloudpickle in place of pickle. define Paths once in data_drawer.
|
2022-07-22 17:37:51 +02:00 |
|
robcaulk
|
afcb0bec00
|
clean up obsolete comments, move remove_features_from_df to datakitchen
|
2022-07-22 12:29:20 +02:00 |
|
robcaulk
|
3205788bce
|
extend doc to include descriptions of the return values from FreqAI to the strategy
|
2022-07-21 22:11:46 +02:00 |
|
robcaulk
|
183dec866a
|
remove ability to backtest open ended timeranges (safer)
|
2022-07-21 13:02:52 +02:00 |
|
robcaulk
|
ca4dd58642
|
remove superceded function from datakitchen
|
2022-07-21 12:40:54 +02:00 |
|
robcaulk
|
8f86b0deaa
|
*breaking change* simplify user strat by consolidating feature loops into backend
|
2022-07-21 12:24:22 +02:00 |
|
robcaulk
|
e7337728bf
|
add separator in folder name just incase an asset ends in an integer
|
2022-07-21 11:25:28 +02:00 |
|
robcaulk
|
d43c146676
|
add more tests for datakitchen functionalities, add regression tests for freqai_interface train/backtest
|
2022-07-20 12:56:46 +02:00 |
|
lolong
|
9c051958a6
|
Feat/freqai (#7105)
Vectorize weight setting, log training dates
Co-authored-by: robcaulk <rob.caulk@gmail.com>
|
2022-07-19 17:49:18 +02:00 |
|
robcaulk
|
714d9534b6
|
start adding tests
|
2022-07-19 16:16:44 +02:00 |
|
lolong
|
ed0f8b1189
|
Improve FreqAI documentation (#7072)
Improve doc + some other small fixes
Co-authored-by: robcaulk <rob.caulk@gmail.com>
|
2022-07-18 11:57:52 +02:00 |
|
robcaulk
|
ef409dd345
|
Add ground work for TensorFlow models, add protections from common mistakes
|
2022-07-12 18:09:17 +02:00 |
|
Robert Caulk
|
8ce6b18318
|
start collecting indefinite history of predictions. Allow user to generate statistics on these predictions. Direct FreqAI to save these to disk and reload them if available.
|
2022-07-11 22:01:48 +02:00 |
|
Robert Caulk
|
607455919e
|
Change config parameter names to improve clarity and consistency throughout the code (!!breaking change, please check discord support channel for migration instructions or review templates/FreqaiExampleStrategy.py config_examples/config_freqai_futures.example.json file changes!!)
|
2022-07-10 12:35:44 +02:00 |
|
robcaulk
|
d9acdc9767
|
remove excess, increase no model warning clarity
|
2022-07-06 18:20:21 +02:00 |
|
robcaulk
|
4cac67fd66
|
Catch infrequent issue associated with grabbing first candle
|
2022-07-05 12:43:33 +02:00 |
|
robcaulk
|
bd3a6ba2fe
|
update backtesting to handle new output framework
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2022-07-03 17:34:44 +02:00 |
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robcaulk
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4ff0ef7359
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fix bug returning multiple targets for training
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2022-07-03 12:15:59 +02:00 |
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robcaulk
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ffb39a5029
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black formatting on freqai files
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2022-07-03 10:59:38 +02:00 |
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robcaulk
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106131ff0f
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Rehaul organization of return values
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2022-07-02 18:09:38 +02:00 |
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robcaulk
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93e1410ed9
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first step toward cleaning output and enabling multimodel training per pair
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2022-07-01 14:00:30 +02:00 |
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robcaulk
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6c7d02cb18
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expose nu in the SVM outlier detection via svm_nu in config
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2022-06-28 15:12:25 +02:00 |
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robcaulk
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051b99791d
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reduce unnecessary verbosity, fix error on first training sweep, add LightGBMPredictionModel
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2022-06-26 19:04:23 +02:00 |
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Robert Caulk
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852706cd6b
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Fix default behavior for expiration_hours
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2022-06-21 08:12:51 +02:00 |
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robcaulk
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6da7a98857
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add docstrings to new functions, remove superceded code
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2022-06-17 16:16:23 +02:00 |
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robcaulk
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f631ae911b
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add model expiration feature, fix bug in DI return values
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2022-06-17 14:55:40 +02:00 |
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